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Lipei Zhang
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Dual encoder fusion u-net (defu-net) for cross-manufacturer chest x-ray segmentation
L Zhang, A Liu, J Xiao, P Taylor
2020 25th international conference on pattern recognition (ICPR), 9333-9339, 2021
272021
Spatial adaptive and transformer fusion network (STFNet) for low‐count PET blind denoising with MRI
L Zhang, Z Xiao, C Zhou, J Yuan, Q He, Y Yang, X Liu, D Liang, H Zheng, ...
Medical Physics 49 (1), 343-356, 2022
182022
Residual Recurrent CRNN for End-to-End Optical Music Recognition on Monophonic Scores
A Liu, L Zhang, Y Mei, B Han, Z Cai, Z Zhu, J Xiao
ICMR 2021, 23-27, 2021
102021
Multi-modal learning for predicting the genotype of glioma
Y Wei, X Chen, L Zhu, L Zhang, CB Schönlieb, S Price, C Li
IEEE Transactions on Medical Imaging, 2023
82023
Population-based GCN method for diagnosis of Alzheimer's disease using brain metabolic or volumetric features
Y Zhang, L Qing, X He, L Zhang, Y Liu, Q Teng
Biomedical Signal Processing and Control 86, 105162, 2023
42023
Beyond U: Making Diffusion Models Faster & Lighter
S Calvo-Ordonez, J Huang, L Zhang, G Yang, CB Schonlieb, ...
Neural Information Processing Systems (NeurIPS) 2023 Workshop on Diffusion …, 2023
22023
Mutual Contrastive Low-rank Learning to Disentangle Whole Slide Image Representations for Glioma Grading
L Zhang, Y Wei, Y Fu, S Price, CB Schönlieb, C Li
British Machine Vision Conference 2022, 2022
22022
Expectation-maximization regularised deep learning for tumour segmentation
C Li, W Huang, X Chen, Y Wei, L Zhang, J Zhang, S Price, CB Schönlieb
2023 IEEE 20th international symposium on biomedical imaging (ISBI), 1-5, 2023
12023
Metastatic cancer image classification based on deep learning method
GW Qiu, X Yu, B Sun, Y Wang, L Zhang
2021 IEEE International Conference on Consumer Electronics and Computer …, 2021
12021
Attention-based 3D CNN with Multi-layer Features for Alzheimer’s Disease Diagnosis using Brain Images
Y Zhang, Q Teng, X He, T Niu, L Zhang, Y Liu, C Ren
45th Annual International Conference of the IEEE Engineering in Medicine and …, 0
1*
Biophysics Informed Pathological Regularisation for Brain Tumour Segmentation
L Zhang, Y Cheng, L Liu, CB Schönlieb, AI Aviles-Rivero
arXiv preprint arXiv:2403.09136, 2024
2024
A joint CNN-GNN framework for early diagnosis of AD using multi-source multi-modal data
Y Zhang, Q Cai, X He, X Ren, L Zhang, Y Liu
2023 IEEE International Conference on Bioinformatics and Biomedicine (BIBM …, 2023
2023
Single-Shot Plug-and-Play Methods for Inverse Problems
Y Cheng, L Zhang, Z Shen, S Wang, L Yu, RH Chan, CB Schönlieb, ...
arXiv preprint arXiv:2311.13682, 2023
2023
The Missing U for Efficient Diffusion Models
SC Ordoñez, CW Cheng, J Huang, L Zhang, G Yang, CB Schönlieb, ...
Transactions on Machine Learning Research, 0
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Articles 1–14